Six modules to master the algorithm.
Track your Visibility Share and average rank across ChatGPT, Gemini, and Perplexity daily. Identify exactly which sources (domains) the LLMs are citing to construct answers about your brand.

Identify exactly which domains are feeding data to the algorithms. Pinpoint high-authority sources citing your competitors and build a Digital PR strategy based on mathematical influence, not just search volume.

Identifying the right prompts is a challenge, so we suggest the most relevant ones for you. Test variations and simulate AI responses in real-time. See how changes in phrasing impact brand mentions and extract semantic keywords before you commit resources to tracking.

See your competitors plotted on a semantic scatter plot. Understand their mention frequency, position dynamics, and the specific terms they own that you don't.

We analyze vector embeddings to calculate the "mathematical distance" between your brand and the entities LLMs associate with your category. We pinpoint the exact semantic concepts you are missing.

Generate content briefs and drafts that are mathematically aligned with the entities and tones LLMs prefer to cite. Move from "guessing" to "engineering" your content.


Recover lost organic traffic by inserting your brand into chatbot answers. Prove the ROI of brand awareness campaigns with hard data.
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Write content that LLMs are mathematically likely to cite. Use semantic gap analysis and vector space optimization to close the distance to your audience.
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Offer "AI Visibility" as a new service tier. Deliver data-backed reports that justify retainers in a post-Google world.
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